New Relic launched Agentic AI Monitoring in November 2025 and its Advanced APM suite to track agent tool-call chains, multi-agent handoffs and token spend, citing a vendor-commissioned June 2026 surve…
A dev.to analysis by Max Quimby reports that agent-generated pull requests now account for 27.6% of GitHub PRs, up from under 1% fourteen months earlier, with Anthropic's 2026 Agentic Coding Trends Re…
New Relic announced the Ground Truth CLI, augmented with the New Relic Autopilot API, which brings headless observability to developers and AI agents directly in the terminal. The command-line interfa…
A forensic study of 33,000 agent-authored pull requests found agents achieve an 83.77% acceptance rate versus 91.01% for humans, but fail in fundamentally different ways: syntactically correct code th…
A developer has released MetricFlow, an open-source local dashboard that runs via a single npx command and displays New Relic real-user performance metrics alongside Sentry JavaScript errors per page.…
Croft launched built-in application performance monitoring (APM) for every app on its platform on September 22, 2026, adding response time breakdowns, error grouping, 7 days of logs, alerts, and three…
Enterprise AI observability platforms are emerging as centralized telemetry, evaluation, and governance infrastructure for monitoring non-deterministic LLM applications and multi-agent workflows in pr…
New Relic's experimental MCP server, io.github.newrelic-experimental/preflight, reached version 1.48.5 and was published to the official MCP registry on 2026-09-10, distributed as @newrelic/preflight …
A new guide from Honeycomb compares seven Datadog alternatives for AI and agent observability, highlighting cost predictability, investigation complexity, and OpenTelemetry portability as key factors.…
Salesforce made its hosted MCP servers generally available to all Enterprise Edition orgs by April 2026, enabling any AI client to query a CRM in plain English, a milestone in the protocol's rapid evo…
N8n is preparing a simpler way to add Model Context Protocol (MCP) servers to agent-driven workflows, with users able to select a server from the Node panel and complete an OAuth sign-in flow. The com…
CodeRabbit has launched CodeRabbit Security, a tool that hunts application-specific vulnerabilities across the entire codebase, showing evidence and moving supported findings into remediation within t…
PagerDuty announced enhancements to its SRE Agent, including early access for escalation policy triggering, general availability for incident workflow triggering, connectors, tools, team-level permiss…
AgentATC is a multi-agent workflow that records every hand-off between agents as a first-class OpenTelemetry span, making coordination failures visible. The system exposes metrics like hand-off reject…
An engineer warns that AI agent cost spikes are often invisible until the bill arrives, and proposes using percentile-based baselines (p50, p95, p99) to detect anomalies early. The approach flags sust…
AI agent failures in production stem from poor architecture—unmanaged context windows, missing governance layers, and insufficient observability—rather than model capability gaps, according to a Hacke…
Gartner's latest Magic Quadrant for Observability Platforms finds vendors investing heavily in AI observability, autonomous investigations, and cost optimization as enterprise demand for visibility in…
OpenTelemetry spans give engineers visibility into AI agent execution, but under the EU AI Act Articles 9 and 13, that visibility is not evidence. The structural gap is that self-reported telemetry ca…
LLM applications can fail silently at 3AM with hallucinated answers and no errors in logs, warns a production engineering analysis. The article from a technical publication advises that traditional AP…
TormentNexus has built a real-time AI observability dashboard that streams raw SQLite row-level mutations directly from Write-Ahead Log files, enabling developers to see every INSERT, UPDATE, and DELE…